Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 103032 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 122 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 9.4 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 3 |
|---|---|
| Categorical | 9 |
| Dataset has 122 (0.1%) duplicate rows | Duplicates |
marca has a high cardinality: 54 distinct values | High cardinality |
codigo_irs has a high cardinality: 1665 distinct values | High cardinality |
nombre has a high cardinality: 1741 distinct values | High cardinality |
marca.1 has a high cardinality: 54 distinct values | High cardinality |
linea has a high cardinality: 862 distinct values | High cardinality |
numero_aviso is highly overall correlated with marca and 5 other fields | High correlation |
grupo is highly overall correlated with subgrupo | High correlation |
subgrupo is highly overall correlated with grupo | High correlation |
marca is highly overall correlated with numero_aviso and 1 other fields | High correlation |
accion is highly overall correlated with numero_aviso | High correlation |
accion_modelo is highly overall correlated with numero_aviso | High correlation |
marca.1 is highly overall correlated with numero_aviso and 1 other fields | High correlation |
tipo_carroceria is highly overall correlated with numero_aviso | High correlation |
anio_range is highly overall correlated with numero_aviso | High correlation |
Reproduction
| Analysis started | 2023-05-29 19:07:34.682529 |
|---|---|
| Analysis finished | 2023-05-29 19:09:36.030509 |
| Duration | 2 minutes and 1.35 second |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
numero_aviso
Real number (ℝ)
| Distinct | 8708 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44333.365 |
| Minimum | 8437 |
|---|---|
| Maximum | 67229 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 805.1 KiB |
Quantile statistics
| Minimum | 8437 |
|---|---|
| 5-th percentile | 16128 |
| Q1 | 29917 |
| median | 47329 |
| Q3 | 58702 |
| 95-th percentile | 65938 |
| Maximum | 67229 |
| Range | 58792 |
| Interquartile range (IQR) | 28785 |
Descriptive statistics
| Standard deviation | 16371.134 |
|---|---|
| Coefficient of variation (CV) | 0.36927342 |
| Kurtosis | -1.1547681 |
| Mean | 44333.365 |
| Median Absolute Deviation (MAD) | 13622 |
| Skewness | -0.3645402 |
| Sum | 4.5677553 × 109 |
| Variance | 2.6801401 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50067 | 111 | 0.1% |
| 66892 | 105 | 0.1% |
| 24572 | 104 | 0.1% |
| 50602 | 95 | 0.1% |
| 27170 | 94 | 0.1% |
| 61699 | 93 | 0.1% |
| 17279 | 93 | 0.1% |
| 22515 | 92 | 0.1% |
| 62289 | 92 | 0.1% |
| 56201 | 92 | 0.1% |
| Other values (8698) | 102061 |
| Value | Count | Frequency (%) |
| 8437 | 2 | < 0.1% |
| 9427 | 2 | < 0.1% |
| 9928 | 3 | |
| 10101 | 7 | |
| 10275 | 4 | |
| 10508 | 4 | |
| 10708 | 1 | < 0.1% |
| 11198 | 3 | |
| 11199 | 3 | |
| 11200 | 3 |
| Value | Count | Frequency (%) |
| 67229 | 17 | |
| 67226 | 10 | < 0.1% |
| 67217 | 35 | |
| 67212 | 2 | < 0.1% |
| 67208 | 11 | < 0.1% |
| 67204 | 24 | |
| 67203 | 10 | < 0.1% |
| 67202 | 3 | < 0.1% |
| 67200 | 18 | |
| 67198 | 3 | < 0.1% |
marca
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| HYUNDAI | |
|---|---|
| TOYOTA | |
| KIA | |
| NISSAN | |
| SUZUKI | |
| Other values (49) |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 5.8168239 |
| Min length | 2 |
Characters and Unicode
| Total characters | 599319 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | HYUNDAI |
|---|---|
| 2nd row | HYUNDAI |
| 3rd row | NISSAN |
| 4th row | KIA |
| 5th row | HONDA |
Common Values
| Value | Count | Frequency (%) |
| HYUNDAI | 22454 | |
| TOYOTA | 19608 | |
| KIA | 17090 | |
| NISSAN | 13499 | |
| SUZUKI | 7722 | 7.5% |
| HONDA | 5287 | 5.1% |
| MITSUBISHI | 3336 | 3.2% |
| CHEVROLET | 2555 | 2.5% |
| MAZDA | 2484 | 2.4% |
| FORD | 1935 | 1.9% |
| Other values (44) | 7062 | 6.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| hyundai | 22454 | |
| toyota | 19608 | |
| kia | 17090 | |
| nissan | 13499 | |
| suzuki | 7729 | 7.5% |
| honda | 5287 | 5.1% |
| mitsubishi | 3336 | 3.2% |
| chevrolet | 2555 | 2.5% |
| mazda | 2484 | 2.4% |
| ford | 1935 | 1.9% |
| Other values (45) | 7274 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (18) | 84840 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 598538 | |
| Dash Punctuation | 555 | 0.1% |
| Space Separator | 219 | < 0.1% |
| Other Punctuation | 7 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (15) | 84059 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 555 |
Space Separator
| Value | Count | Frequency (%) |
| 219 |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 598538 | |
| Common | 781 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (15) | 84059 |
Common
| Value | Count | Frequency (%) |
| - | 555 | |
| 219 | 28.0% | |
| % | 7 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 599319 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (18) | 84840 |
codigo_irs
Categorical
| Distinct | 1665 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| 02090112nndn | 3134 |
|---|---|
| 02090113nntn | 2194 |
| 02090066nddn | 2145 |
| 02090200nndn | 2111 |
| 02090067nidn | 2077 |
| Other values (1660) |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Characters and Unicode
| Total characters | 1236384 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 234 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 03060003nndn |
|---|---|
| 2nd row | 03030005nndn |
| 3rd row | 02090225nidn |
| 4th row | 03040016nidn |
| 5th row | 02090021nddn |
Common Values
| Value | Count | Frequency (%) |
| 02090112nndn | 3134 | 3.0% |
| 02090113nntn | 2194 | 2.1% |
| 02090066nddn | 2145 | 2.1% |
| 02090200nndn | 2111 | 2.0% |
| 02090067nidn | 2077 | 2.0% |
| 02090129nndn | 1449 | 1.4% |
| 02090143nddn | 1416 | 1.4% |
| 03040015nddn | 1399 | 1.4% |
| 03040016nidn | 1369 | 1.3% |
| 02090144nidn | 1347 | 1.3% |
| Other values (1655) | 84391 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 02090112nndn | 3134 | 3.0% |
| 02090113nntn | 2194 | 2.1% |
| 02090066nddn | 2145 | 2.1% |
| 02090200nndn | 2111 | 2.0% |
| 02090067nidn | 2077 | 2.0% |
| 02090129nndn | 1449 | 1.4% |
| 02090143nddn | 1416 | 1.4% |
| 03040015nddn | 1399 | 1.4% |
| 03040016nidn | 1369 | 1.3% |
| 02090144nidn | 1347 | 1.3% |
| Other values (1655) | 84391 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 396616 | |
| n | 244841 | |
| 2 | 110681 | 9.0% |
| d | 97988 | 7.9% |
| 1 | 72285 | 5.8% |
| 9 | 69551 | 5.6% |
| i | 38393 | 3.1% |
| 5 | 36894 | 3.0% |
| 4 | 36581 | 3.0% |
| 3 | 35123 | 2.8% |
| Other values (6) | 97431 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 824256 | |
| Lowercase Letter | 412128 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 396616 | |
| 2 | 110681 | 13.4% |
| 1 | 72285 | 8.8% |
| 9 | 69551 | 8.4% |
| 5 | 36894 | 4.5% |
| 4 | 36581 | 4.4% |
| 3 | 35123 | 4.3% |
| 6 | 29881 | 3.6% |
| 7 | 19917 | 2.4% |
| 8 | 16727 | 2.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 244841 | |
| d | 97988 | |
| i | 38393 | 9.3% |
| t | 25627 | 6.2% |
| e | 3684 | 0.9% |
| s | 1595 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 824256 | |
| Latin | 412128 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 396616 | |
| 2 | 110681 | 13.4% |
| 1 | 72285 | 8.8% |
| 9 | 69551 | 8.4% |
| 5 | 36894 | 4.5% |
| 4 | 36581 | 4.4% |
| 3 | 35123 | 4.3% |
| 6 | 29881 | 3.6% |
| 7 | 19917 | 2.4% |
| 8 | 16727 | 2.0% |
Latin
| Value | Count | Frequency (%) |
| n | 244841 | |
| d | 97988 | |
| i | 38393 | 9.3% |
| t | 25627 | 6.2% |
| e | 3684 | 0.9% |
| s | 1595 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1236384 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 396616 | |
| n | 244841 | |
| 2 | 110681 | 9.0% |
| d | 97988 | 7.9% |
| 1 | 72285 | 5.8% |
| 9 | 69551 | 5.6% |
| i | 38393 | 3.1% |
| 5 | 36894 | 3.0% |
| 4 | 36581 | 3.0% |
| 3 | 35123 | 2.8% |
| Other values (6) | 97431 | 7.9% |
nombre
Categorical
| Distinct | 1741 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| defensa delantero | 3134 |
|---|---|
| defensa trasero | 2194 |
| guardafango derecho | 2145 |
| tapa motor | 2111 |
| guardafango izquierdo | 2077 |
| Other values (1736) |
Length
| Max length | 65 |
|---|---|
| Median length | 51 |
| Mean length | 26.0244 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2681346 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 256 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | computadora |
|---|---|
| 2nd row | cable ground de bateria |
| 3rd row | pollera delantero izquierdo |
| 4th row | lampara delantero izquierdo |
| 5th row | bisagra derecho tapa motor |
Common Values
| Value | Count | Frequency (%) |
| defensa delantero | 3134 | 3.0% |
| defensa trasero | 2194 | 2.1% |
| guardafango derecho | 2145 | 2.1% |
| tapa motor | 2111 | 2.0% |
| guardafango izquierdo | 2077 | 2.0% |
| parrilla | 1449 | 1.4% |
| puerta delantero derecho | 1416 | 1.4% |
| lampara delantero derecho | 1399 | 1.4% |
| lampara delantero izquierdo | 1369 | 1.3% |
| puerta delantero izquierdo | 1347 | 1.3% |
| Other values (1731) | 84391 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| delantero | 39501 | 11.4% |
| derecho | 31004 | 8.9% |
| izquierdo | 29473 | 8.5% |
| trasero | 21497 | 6.2% |
| defensa | 20454 | 5.9% |
| de | 10451 | 3.0% |
| puerta | 9277 | 2.7% |
| guardafango | 9249 | 2.7% |
| tapa | 8639 | 2.5% |
| motor | 7180 | 2.1% |
| Other values (637) | 159786 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 329560 | |
| a | 296092 | |
| r | 288022 | |
| o | 245549 | |
| 243682 | ||
| d | 171769 | 6.4% |
| i | 143239 | 5.3% |
| t | 136085 | 5.1% |
| l | 118136 | 4.4% |
| n | 115052 | 4.3% |
| Other values (27) | 594160 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2436739 | |
| Space Separator | 243682 | 9.1% |
| Decimal Number | 616 | < 0.1% |
| Other Punctuation | 273 | < 0.1% |
| Dash Punctuation | 36 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 329560 | |
| a | 296092 | |
| r | 288022 | |
| o | 245549 | |
| d | 171769 | 7.0% |
| i | 143239 | 5.9% |
| t | 136085 | 5.6% |
| l | 118136 | 4.8% |
| n | 115052 | 4.7% |
| u | 87953 | 3.6% |
| Other values (17) | 505282 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 254 | |
| 4 | 194 | |
| 6 | 97 | 15.7% |
| 3 | 41 | 6.7% |
| 7 | 15 | 2.4% |
| 8 | 15 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 220 | |
| . | 53 | 19.4% |
Space Separator
| Value | Count | Frequency (%) |
| 243682 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 36 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2436739 | |
| Common | 244607 | 9.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 329560 | |
| a | 296092 | |
| r | 288022 | |
| o | 245549 | |
| d | 171769 | 7.0% |
| i | 143239 | 5.9% |
| t | 136085 | 5.6% |
| l | 118136 | 4.8% |
| n | 115052 | 4.7% |
| u | 87953 | 3.6% |
| Other values (17) | 505282 |
Common
| Value | Count | Frequency (%) |
| 243682 | ||
| 1 | 254 | 0.1% |
| / | 220 | 0.1% |
| 4 | 194 | 0.1% |
| 6 | 97 | < 0.1% |
| . | 53 | < 0.1% |
| 3 | 41 | < 0.1% |
| - | 36 | < 0.1% |
| 7 | 15 | < 0.1% |
| 8 | 15 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2680530 | |
| None | 816 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 329560 | |
| a | 296092 | |
| r | 288022 | |
| o | 245549 | |
| 243682 | ||
| d | 171769 | 6.4% |
| i | 143239 | 5.3% |
| t | 136085 | 5.1% |
| l | 118136 | 4.4% |
| n | 115052 | 4.3% |
| Other values (26) | 593344 |
None
| Value | Count | Frequency (%) |
| ñ | 816 |
accion
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| cambiar | |
|---|---|
| reparar |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 721224 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | cambiar |
|---|---|
| 2nd row | cambiar |
| 3rd row | cambiar |
| 4th row | cambiar |
| 5th row | cambiar |
Common Values
| Value | Count | Frequency (%) |
| cambiar | 75598 | |
| reparar | 27434 | 26.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| cambiar | 75598 | |
| reparar | 27434 | 26.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 157900 | |
| c | 75598 | 10.5% |
| m | 75598 | 10.5% |
| b | 75598 | 10.5% |
| i | 75598 | 10.5% |
| e | 27434 | 3.8% |
| p | 27434 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 721224 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 157900 | |
| c | 75598 | 10.5% |
| m | 75598 | 10.5% |
| b | 75598 | 10.5% |
| i | 75598 | 10.5% |
| e | 27434 | 3.8% |
| p | 27434 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 721224 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 157900 | |
| c | 75598 | 10.5% |
| m | 75598 | 10.5% |
| b | 75598 | 10.5% |
| i | 75598 | 10.5% |
| e | 27434 | 3.8% |
| p | 27434 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 721224 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 157900 | |
| c | 75598 | 10.5% |
| m | 75598 | 10.5% |
| b | 75598 | 10.5% |
| i | 75598 | 10.5% |
| e | 27434 | 3.8% |
| p | 27434 | 3.8% |
accion_modelo
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| cambiar | |
|---|---|
| reparar |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 721224 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | cambiar |
|---|---|
| 2nd row | cambiar |
| 3rd row | cambiar |
| 4th row | reparar |
| 5th row | cambiar |
Common Values
| Value | Count | Frequency (%) |
| cambiar | 67025 | |
| reparar | 36007 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| cambiar | 67025 | |
| reparar | 36007 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 175046 | |
| c | 67025 | 9.3% |
| m | 67025 | 9.3% |
| b | 67025 | 9.3% |
| i | 67025 | 9.3% |
| e | 36007 | 5.0% |
| p | 36007 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 721224 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 175046 | |
| c | 67025 | 9.3% |
| m | 67025 | 9.3% |
| b | 67025 | 9.3% |
| i | 67025 | 9.3% |
| e | 36007 | 5.0% |
| p | 36007 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 721224 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 175046 | |
| c | 67025 | 9.3% |
| m | 67025 | 9.3% |
| b | 67025 | 9.3% |
| i | 67025 | 9.3% |
| e | 36007 | 5.0% |
| p | 36007 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 721224 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 206064 | |
| r | 175046 | |
| c | 67025 | 9.3% |
| m | 67025 | 9.3% |
| b | 67025 | 9.3% |
| i | 67025 | 9.3% |
| e | 36007 | 5.0% |
| p | 36007 | 5.0% |
marca.1
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| HYUNDAI | |
|---|---|
| TOYOTA | |
| KIA | |
| NISSAN | |
| SUZUKI | |
| Other values (49) |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 5.8168239 |
| Min length | 2 |
Characters and Unicode
| Total characters | 599319 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | HYUNDAI |
|---|---|
| 2nd row | HYUNDAI |
| 3rd row | NISSAN |
| 4th row | KIA |
| 5th row | HONDA |
Common Values
| Value | Count | Frequency (%) |
| HYUNDAI | 22454 | |
| TOYOTA | 19608 | |
| KIA | 17090 | |
| NISSAN | 13499 | |
| SUZUKI | 7722 | 7.5% |
| HONDA | 5287 | 5.1% |
| MITSUBISHI | 3336 | 3.2% |
| CHEVROLET | 2555 | 2.5% |
| MAZDA | 2484 | 2.4% |
| FORD | 1935 | 1.9% |
| Other values (44) | 7062 | 6.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| hyundai | 22454 | |
| toyota | 19608 | |
| kia | 17090 | |
| nissan | 13499 | |
| suzuki | 7729 | 7.5% |
| honda | 5287 | 5.1% |
| mitsubishi | 3336 | 3.2% |
| chevrolet | 2555 | 2.5% |
| mazda | 2484 | 2.4% |
| ford | 1935 | 1.9% |
| Other values (45) | 7274 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (18) | 84840 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 598538 | |
| Dash Punctuation | 555 | 0.1% |
| Space Separator | 219 | < 0.1% |
| Other Punctuation | 7 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (15) | 84059 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 555 |
Space Separator
| Value | Count | Frequency (%) |
| 219 |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 598538 | |
| Common | 781 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (15) | 84059 |
Common
| Value | Count | Frequency (%) |
| - | 555 | |
| 219 | 28.0% | |
| % | 7 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 599319 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 85671 | |
| I | 73721 | |
| N | 57128 | |
| O | 50312 | |
| U | 46719 | |
| T | 45549 | |
| S | 45377 | |
| Y | 42161 | |
| H | 34027 | 5.7% |
| D | 33814 | 5.6% |
| Other values (18) | 84840 |
linea
Categorical
| Distinct | 862 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| RIO | 3810 |
|---|---|
| HILUX | 3790 |
| ACCENT | 3277 |
| hilux | 2537 |
| VERSA | 2516 |
| Other values (857) |
Length
| Max length | 36 |
|---|---|
| Median length | 28 |
| Mean length | 6.7087604 |
| Min length | 1 |
Characters and Unicode
| Total characters | 691217 |
|---|---|
| Distinct characters | 69 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | accent |
|---|---|
| 2nd row | accent |
| 3rd row | FRONTIER |
| 4th row | rio |
| 5th row | CRV |
Common Values
| Value | Count | Frequency (%) |
| RIO | 3810 | 3.7% |
| HILUX | 3790 | 3.7% |
| ACCENT | 3277 | 3.2% |
| hilux | 2537 | 2.5% |
| VERSA | 2516 | 2.4% |
| rio | 2489 | 2.4% |
| YARIS | 2084 | 2.0% |
| accent | 2049 | 2.0% |
| TUCSON | 1945 | 1.9% |
| SPORTAGE | 1710 | 1.7% |
| Other values (852) | 76825 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| accent | 9214 | 7.0% |
| rio | 7776 | 5.9% |
| hilux | 6860 | 5.2% |
| yaris | 4400 | 3.4% |
| versa | 4098 | 3.1% |
| tucson | 3545 | 2.7% |
| sedan | 3443 | 2.6% |
| frontier | 3036 | 2.3% |
| crv | 2686 | 2.0% |
| vitara | 2339 | 1.8% |
| Other values (590) | 83906 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 53804 | 7.8% |
| R | 43402 | 6.3% |
| E | 35957 | 5.2% |
| I | 35686 | 5.2% |
| C | 33235 | 4.8% |
| T | 31529 | 4.6% |
| 28670 | 4.1% | |
| N | 28646 | 4.1% |
| S | 28476 | 4.1% |
| O | 28306 | 4.1% |
| Other values (59) | 343506 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 434495 | |
| Lowercase Letter | 183413 | |
| Decimal Number | 38679 | 5.6% |
| Space Separator | 28670 | 4.1% |
| Dash Punctuation | 3362 | 0.5% |
| Open Punctuation | 1154 | 0.2% |
| Close Punctuation | 1154 | 0.2% |
| Other Punctuation | 281 | < 0.1% |
| Connector Punctuation | 9 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 53804 | |
| R | 43402 | |
| E | 35957 | 8.3% |
| I | 35686 | 8.2% |
| C | 33235 | 7.6% |
| T | 31529 | 7.3% |
| N | 28646 | 6.6% |
| S | 28476 | 6.6% |
| O | 28306 | 6.5% |
| L | 20019 | 4.6% |
| Other values (16) | 95435 |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 21150 | |
| a | 20814 | |
| i | 15925 | |
| c | 14513 | 7.9% |
| e | 14247 | 7.8% |
| t | 13672 | 7.5% |
| o | 13109 | 7.1% |
| n | 11460 | 6.2% |
| s | 11172 | 6.1% |
| l | 9805 | 5.3% |
| Other values (16) | 37546 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14717 | |
| 2 | 4891 | 12.6% |
| 3 | 4557 | 11.8% |
| 5 | 4140 | 10.7% |
| 1 | 3791 | 9.8% |
| 4 | 3307 | 8.5% |
| 7 | 1236 | 3.2% |
| 6 | 1126 | 2.9% |
| 9 | 466 | 1.2% |
| 8 | 448 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 277 | |
| , | 4 | 1.4% |
Space Separator
| Value | Count | Frequency (%) |
| 28670 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3362 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 1154 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 1154 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 617908 | |
| Common | 73309 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 53804 | 8.7% |
| R | 43402 | 7.0% |
| E | 35957 | 5.8% |
| I | 35686 | 5.8% |
| C | 33235 | 5.4% |
| T | 31529 | 5.1% |
| N | 28646 | 4.6% |
| S | 28476 | 4.6% |
| O | 28306 | 4.6% |
| r | 21150 | 3.4% |
| Other values (42) | 277717 |
Common
| Value | Count | Frequency (%) |
| 28670 | ||
| 0 | 14717 | |
| 2 | 4891 | 6.7% |
| 3 | 4557 | 6.2% |
| 5 | 4140 | 5.6% |
| 1 | 3791 | 5.2% |
| - | 3362 | 4.6% |
| 4 | 3307 | 4.5% |
| 7 | 1236 | 1.7% |
| [ | 1154 | 1.6% |
| Other values (7) | 3484 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 691217 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 53804 | 7.8% |
| R | 43402 | 6.3% |
| E | 35957 | 5.2% |
| I | 35686 | 5.2% |
| C | 33235 | 4.8% |
| T | 31529 | 4.6% |
| 28670 | 4.1% | |
| N | 28646 | 4.1% |
| S | 28476 | 4.1% |
| O | 28306 | 4.1% |
| Other values (59) | 343506 |
grupo
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5924179 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 805.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1421983 |
|---|---|
| Coefficient of variation (CV) | 0.4405919 |
| Kurtosis | 1.2228235 |
| Mean | 2.5924179 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6772637 |
| Sum | 267102 |
| Variance | 1.304617 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 76505 | |
| 5 | 14054 | 13.6% |
| 3 | 9241 | 9.0% |
| 6 | 1875 | 1.8% |
| 4 | 1164 | 1.1% |
| 1 | 193 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 193 | 0.2% |
| 2 | 76505 | |
| 3 | 9241 | 9.0% |
| 4 | 1164 | 1.1% |
| 5 | 14054 | 13.6% |
| 6 | 1875 | 1.8% |
| Value | Count | Frequency (%) |
| 6 | 1875 | 1.8% |
| 5 | 14054 | 13.6% |
| 4 | 1164 | 1.1% |
| 3 | 9241 | 9.0% |
| 2 | 76505 | |
| 1 | 193 | 0.2% |
subgrupo
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4310894 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 805.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 9 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.460048 |
|---|---|
| Coefficient of variation (CV) | 0.3310481 |
| Kurtosis | -0.37356842 |
| Mean | 7.4310894 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.0028082 |
| Sum | 765640 |
| Variance | 6.0518362 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 9 | 58282 | |
| 4 | 12494 | 12.1% |
| 8 | 6658 | 6.5% |
| 6 | 4542 | 4.4% |
| 5 | 4399 | 4.3% |
| 3 | 4270 | 4.1% |
| 2 | 3891 | 3.8% |
| 7 | 2677 | 2.6% |
| 11 | 2362 | 2.3% |
| 10 | 2205 | 2.1% |
| Value | Count | Frequency (%) |
| 1 | 1252 | 1.2% |
| 2 | 3891 | 3.8% |
| 3 | 4270 | 4.1% |
| 4 | 12494 | 12.1% |
| 5 | 4399 | 4.3% |
| 6 | 4542 | 4.4% |
| 7 | 2677 | 2.6% |
| 8 | 6658 | 6.5% |
| 9 | 58282 | |
| 10 | 2205 | 2.1% |
| Value | Count | Frequency (%) |
| 11 | 2362 | 2.3% |
| 10 | 2205 | 2.1% |
| 9 | 58282 | |
| 8 | 6658 | 6.5% |
| 7 | 2677 | 2.6% |
| 6 | 4542 | 4.4% |
| 5 | 4399 | 4.3% |
| 4 | 12494 | 12.1% |
| 3 | 4270 | 4.1% |
| 2 | 3891 | 3.8% |
tipo_carroceria
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| sedan | |
|---|---|
| camioneta | |
| pickup | |
| coupe | 4631 |
| utilitario | 2838 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 6.6299499 |
| Min length | 5 |
Characters and Unicode
| Total characters | 683097 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sedan |
|---|---|
| 2nd row | sedan |
| 3rd row | pickup |
| 4th row | sedan |
| 5th row | camioneta |
Common Values
| Value | Count | Frequency (%) |
| sedan | 46705 | |
| camioneta | 34963 | |
| pickup | 13895 | 13.5% |
| coupe | 4631 | 4.5% |
| utilitario | 2838 | 2.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 46705 | |
| camioneta | 34963 | |
| pickup | 13895 | 13.5% |
| coupe | 4631 | 4.5% |
| utilitario | 2838 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 119469 | |
| e | 86299 | |
| n | 81668 | |
| i | 57372 | |
| c | 53489 | |
| s | 46705 | 6.8% |
| d | 46705 | 6.8% |
| o | 42432 | 6.2% |
| t | 40639 | 5.9% |
| m | 34963 | 5.1% |
| Other values (5) | 73356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 683097 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 119469 | |
| e | 86299 | |
| n | 81668 | |
| i | 57372 | |
| c | 53489 | |
| s | 46705 | 6.8% |
| d | 46705 | 6.8% |
| o | 42432 | 6.2% |
| t | 40639 | 5.9% |
| m | 34963 | 5.1% |
| Other values (5) | 73356 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 683097 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 119469 | |
| e | 86299 | |
| n | 81668 | |
| i | 57372 | |
| c | 53489 | |
| s | 46705 | 6.8% |
| d | 46705 | 6.8% |
| o | 42432 | 6.2% |
| t | 40639 | 5.9% |
| m | 34963 | 5.1% |
| Other values (5) | 73356 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 683097 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 119469 | |
| e | 86299 | |
| n | 81668 | |
| i | 57372 | |
| c | 53489 | |
| s | 46705 | 6.8% |
| d | 46705 | 6.8% |
| o | 42432 | 6.2% |
| t | 40639 | 5.9% |
| m | 34963 | 5.1% |
| Other values (5) | 73356 |
anio_range
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 805.1 KiB |
| 2020 - 2017 | |
|---|---|
| 2016 - 2013 | |
| 2024 - 2021 | |
| 2012 - 2009 | 4309 |
| 2008 - 2005 | 704 |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 11.005125 |
| Min length | 11 |
Characters and Unicode
| Total characters | 1133880 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2012 - 2009 |
|---|---|
| 2nd row | 2012 - 2009 |
| 3rd row | 2016 - 2013 |
| 4th row | 2020 - 2017 |
| 5th row | 2016 - 2013 |
Common Values
| Value | Count | Frequency (%) |
| 2020 - 2017 | 48783 | |
| 2016 - 2013 | 26062 | |
| 2024 - 2021 | 22646 | |
| 2012 - 2009 | 4309 | 4.2% |
| 2008 - 2005 | 704 | 0.7% |
| 2004 - atrás | 528 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 103032 | ||
| 2020 | 48783 | |
| 2017 | 48783 | |
| 2016 | 26062 | 8.4% |
| 2013 | 26062 | 8.4% |
| 2024 | 22646 | 7.3% |
| 2021 | 22646 | 7.3% |
| 2012 | 4309 | 1.4% |
| 2009 | 4309 | 1.4% |
| 2008 | 704 | 0.2% |
| Other values (3) | 1760 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 303920 | |
| 0 | 260564 | |
| 206064 | ||
| 1 | 127862 | |
| - | 103032 | 9.1% |
| 7 | 48783 | 4.3% |
| 6 | 26062 | 2.3% |
| 3 | 26062 | 2.3% |
| 4 | 23174 | 2.0% |
| 9 | 4309 | 0.4% |
| Other values (7) | 4048 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 822144 | |
| Space Separator | 206064 | 18.2% |
| Dash Punctuation | 103032 | 9.1% |
| Lowercase Letter | 2640 | 0.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 303920 | |
| 0 | 260564 | |
| 1 | 127862 | |
| 7 | 48783 | 5.9% |
| 6 | 26062 | 3.2% |
| 3 | 26062 | 3.2% |
| 4 | 23174 | 2.8% |
| 9 | 4309 | 0.5% |
| 8 | 704 | 0.1% |
| 5 | 704 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 528 | |
| t | 528 | |
| r | 528 | |
| á | 528 | |
| s | 528 |
Space Separator
| Value | Count | Frequency (%) |
| 206064 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 103032 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1131240 | |
| Latin | 2640 | 0.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 303920 | |
| 0 | 260564 | |
| 206064 | ||
| 1 | 127862 | |
| - | 103032 | 9.1% |
| 7 | 48783 | 4.3% |
| 6 | 26062 | 2.3% |
| 3 | 26062 | 2.3% |
| 4 | 23174 | 2.0% |
| 9 | 4309 | 0.4% |
| Other values (2) | 1408 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| a | 528 | |
| t | 528 | |
| r | 528 | |
| á | 528 | |
| s | 528 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1133352 | |
| None | 528 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 303920 | |
| 0 | 260564 | |
| 206064 | ||
| 1 | 127862 | |
| - | 103032 | 9.1% |
| 7 | 48783 | 4.3% |
| 6 | 26062 | 2.3% |
| 3 | 26062 | 2.3% |
| 4 | 23174 | 2.0% |
| 9 | 4309 | 0.4% |
| Other values (6) | 3520 | 0.3% |
None
| Value | Count | Frequency (%) |
| á | 528 |
| numero_aviso | grupo | subgrupo | marca | accion | accion_modelo | marca.1 | tipo_carroceria | anio_range | |
|---|---|---|---|---|---|---|---|---|---|
| numero_aviso | 1.000 | 0.025 | -0.047 | 0.957 | 0.552 | 0.812 | 0.957 | 0.957 | 0.957 |
| grupo | 0.025 | 1.000 | -0.601 | 0.034 | 0.282 | 0.142 | 0.034 | 0.029 | 0.012 |
| subgrupo | -0.047 | -0.601 | 1.000 | 0.037 | 0.402 | 0.194 | 0.037 | 0.062 | 0.023 |
| marca | 0.957 | 0.034 | 0.037 | 1.000 | 0.069 | 0.087 | 1.000 | 0.332 | 0.168 |
| accion | 0.552 | 0.282 | 0.402 | 0.069 | 1.000 | 0.218 | 0.069 | 0.033 | 0.034 |
| accion_modelo | 0.812 | 0.142 | 0.194 | 0.087 | 0.218 | 1.000 | 0.087 | 0.037 | 0.038 |
| marca.1 | 0.957 | 0.034 | 0.037 | 1.000 | 0.069 | 0.087 | 1.000 | 0.332 | 0.168 |
| tipo_carroceria | 0.957 | 0.029 | 0.062 | 0.332 | 0.033 | 0.037 | 0.332 | 1.000 | 0.056 |
| anio_range | 0.957 | 0.012 | 0.023 | 0.168 | 0.034 | 0.038 | 0.168 | 0.056 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| numero_aviso | marca | codigo_irs | nombre | accion | accion_modelo | marca.1 | linea | grupo | subgrupo | tipo_carroceria | anio_range | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 44023 | HYUNDAI | 03060003nndn | computadora | cambiar | cambiar | HYUNDAI | accent | 3 | 6 | sedan | 2012 - 2009 |
| 1 | 44023 | HYUNDAI | 03030005nndn | cable ground de bateria | cambiar | cambiar | HYUNDAI | accent | 3 | 3 | sedan | 2012 - 2009 |
| 2 | 17203 | NISSAN | 02090225nidn | pollera delantero izquierdo | cambiar | cambiar | NISSAN | FRONTIER | 2 | 9 | pickup | 2016 - 2013 |
| 3 | 37133 | KIA | 03040016nidn | lampara delantero izquierdo | cambiar | reparar | KIA | rio | 3 | 4 | sedan | 2020 - 2017 |
| 4 | 17434 | HONDA | 02090021nddn | bisagra derecho tapa motor | cambiar | cambiar | HONDA | CRV | 2 | 9 | camioneta | 2016 - 2013 |
| 5 | 17434 | HONDA | 02090026nidn | bisagra tapa motor izquierdo | cambiar | cambiar | HONDA | CRV | 2 | 9 | camioneta | 2016 - 2013 |
| 6 | 17434 | HONDA | 02080020nndn | moldura parrilla | cambiar | cambiar | HONDA | CRV | 2 | 8 | camioneta | 2016 - 2013 |
| 7 | 37133 | KIA | 02090112nndn | defensa delantero | reparar | reparar | KIA | rio | 2 | 9 | sedan | 2020 - 2017 |
| 8 | 37133 | KIA | 02090067nidn | guardafango izquierdo | reparar | reparar | KIA | rio | 2 | 9 | sedan | 2020 - 2017 |
| 9 | 53420 | NISSAN | 02090112nndn | defensa delantero | reparar | reparar | NISSAN | XTRAIL | 2 | 9 | camioneta | 2020 - 2017 |
| numero_aviso | marca | codigo_irs | nombre | accion | accion_modelo | marca.1 | linea | grupo | subgrupo | tipo_carroceria | anio_range | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 103022 | 67217 | HYUNDAI | 05040060nnni | pechera central de motor | cambiar | cambiar | HYUNDAI | TUCSON | 5 | 4 | camioneta | 2024 - 2021 |
| 103023 | 67217 | HYUNDAI | 02080015nddn | fleer guardafango derecho | cambiar | cambiar | HYUNDAI | TUCSON | 2 | 8 | camioneta | 2024 - 2021 |
| 103024 | 67217 | HYUNDAI | 02080016nidn | fleer guardafango izquierdo | cambiar | cambiar | HYUNDAI | TUCSON | 2 | 8 | camioneta | 2024 - 2021 |
| 103025 | 67217 | HYUNDAI | 02090584nndn | tapa de gancho de remolque defensa delantero | cambiar | cambiar | HYUNDAI | TUCSON | 2 | 9 | camioneta | 2024 - 2021 |
| 103026 | 67217 | HYUNDAI | 02090214nndn | porta placa delantero | cambiar | cambiar | HYUNDAI | TUCSON | 2 | 9 | camioneta | 2024 - 2021 |
| 103027 | 67217 | HYUNDAI | 05050023nndn | deflector plastico marco frontal | cambiar | cambiar | HYUNDAI | TUCSON | 5 | 5 | camioneta | 2024 - 2021 |
| 103028 | 67229 | TOYOTA | 02090076nitn | cubre polvo plastico trasero izquierdo | cambiar | cambiar | TOYOTA | HILUX | 2 | 9 | pickup | 2024 - 2021 |
| 103029 | 67229 | TOYOTA | 02090227nitn | pollera trasero izquierdo | cambiar | reparar | TOYOTA | HILUX | 2 | 9 | pickup | 2024 - 2021 |
| 103030 | 67229 | TOYOTA | 05070010nnni | eje de mando | cambiar | cambiar | TOYOTA | HILUX | 5 | 7 | pickup | 2024 - 2021 |
| 103031 | 67229 | TOYOTA | 02090150nitn | punta chasis trasero izquierdo | reparar | reparar | TOYOTA | HILUX | 2 | 9 | pickup | 2024 - 2021 |
Most frequently occurring
| numero_aviso | marca | codigo_irs | nombre | accion | accion_modelo | marca.1 | linea | grupo | subgrupo | tipo_carroceria | anio_range | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46 | 52862 | KIA | 03040016nidn | lampara delantero izquierdo | cambiar | cambiar | KIA | RIO SEDAN | 3 | 4 | sedan | 2020 - 2017 | 3 |
| 95 | 58913 | TOYOTA | 05060002nidn | amortiguador delantero izquierdo | cambiar | cambiar | TOYOTA | RUSH | 5 | 6 | camioneta | 2020 - 2017 | 3 |
| 0 | 13607 | TOYOTA | 02090200nndn | tapa motor | reparar | reparar | TOYOTA | HILUX | 2 | 9 | pickup | 2020 - 2017 | 2 |
| 1 | 19085 | NISSAN | 02110041nndn | vidrio parabrisas delantero | cambiar | cambiar | NISSAN | sentra sedan | 2 | 11 | sedan | 2004 - atrás | 2 |
| 2 | 28272 | NISSAN | 02090551ninn | base manigueta delantero izquierdo | cambiar | cambiar | NISSAN | NAVARA PICK UP | 2 | 9 | pickup | 2016 - 2013 | 2 |
| 3 | 42426 | HYUNDAI | 02090156nntn | refuerzo central defensa trasero | cambiar | cambiar | HYUNDAI | tucson | 2 | 9 | camioneta | 2024 - 2021 | 2 |
| 4 | 43909 | HONDA | 03070015nddn | sensor de impacto airbag o bolsa derecho | cambiar | cambiar | HONDA | PILOT | 3 | 7 | camioneta | 2016 - 2013 | 2 |
| 5 | 44151 | KIA | 05050021nddn | deflector de aire radiador derecho | cambiar | cambiar | KIA | SPORTAGE | 5 | 5 | camioneta | 2020 - 2017 | 2 |
| 6 | 44248 | HYUNDAI | 02090214nndn | porta placa delantero | cambiar | cambiar | HYUNDAI | TUCSON | 2 | 9 | camioneta | 2020 - 2017 | 2 |
| 7 | 44248 | HYUNDAI | 03040030ndtn | luz placa trasero derecho | cambiar | cambiar | HYUNDAI | TUCSON | 3 | 4 | camioneta | 2020 - 2017 | 2 |